概念
HashMap的底層存在着一個名字爲table的Entry數組,在實例化HashMap的時候,會輸入兩個參數,一個是 int initCapacity(初始化數組大小,默認值是16),一個是float loadFactor(負載因子,默認值是0.75),首先會根據initCapacity計算出一個大於或者等於initCapacity且爲2的冪的值capacity,例如initCapacity爲15,那麼capacity就會爲16,還會算出一個臨界值threshold,也就是capacity * loadFactor
/**
* Constructs an empty <tt>HashMap</tt> with the specified initial
* capacity and load factor.
*
* @param initialCapacity the initial capacity
* @param loadFactor the load factor
* @throws IllegalArgumentException if the initial capacity is negative
* or the load factor is nonpositive
*/
public HashMap(int initialCapacity, float loadFactor) {
if (initialCapacity < 0)
throw new IllegalArgumentException("Illegal initial capacity: " +
initialCapacity);
if (initialCapacity > MAXIMUM_CAPACITY)
initialCapacity = MAXIMUM_CAPACITY;
if (loadFactor <= 0 || Float.isNaN(loadFactor))
throw new IllegalArgumentException("Illegal load factor: " +
loadFactor);
// Find a power of 2 >= initialCapacity
int capacity = 1;
while (capacity < initialCapacity)
capacity <<= 1;
this.loadFactor = loadFactor;
threshold = (int)(capacity * loadFactor);
table = new Entry[capacity];
init();
}
initailCapacity,loadFactor會影響到HashMap擴容。
HashMap每次put操作是都會檢查一遍 size(當前容量)>initailCapacity*loadFactor 是否成立。如果不成立則HashMap擴容爲以前的兩倍(數組擴成兩倍),
然後重新計算每個元素在數組中的位置,然後再進行存儲。這是一個十分消耗性能的操作。
所以如果能根據業務預估出HashMap的容量,應該在創建的時候指定容量,那麼可以避免resize().
/**
* Rehashes the contents of this map into a new array with a
* larger capacity. This method is called automatically when the
* number of keys in this map reaches its threshold.
*
* If current capacity is MAXIMUM_CAPACITY, this method does not
* resize the map, but sets threshold to Integer.MAX_VALUE.
* This has the effect of preventing future calls.
*
* @param newCapacity the new capacity, MUST be a power of two;
* must be greater than current capacity unless current
* capacity is MAXIMUM_CAPACITY (in which case value
* is irrelevant).
*/
void resize(int newCapacity) {
Entry[] oldTable = table;
int oldCapacity = oldTable.length;
if (oldCapacity == MAXIMUM_CAPACITY) {
threshold = Integer.MAX_VALUE;
return;
}
Entry[] newTable = new Entry[newCapacity];
transfer(newTable);
table = newTable;
threshold = (int)(newCapacity * loadFactor);
}
因爲table數組的容量增加了,那麼相應的table的length也增加了,那麼之前存儲的元素的位置也就不一樣了,比如之前的length是16,現在的length是32,那麼hashCode模16和HashCode模32的結果很有可能會不一樣,所以就只有重新去計算新的位置,方法是遍歷數組,在遍歷數組上的entry鏈。
/**
* Transfers all entries from current table to newTable.
*/
void transfer(Entry[] newTable) {
Entry[] src = table;
int newCapacity = newTable.length;
for (int j = 0; j < src.length; j++) {
Entry<K,V> e = src[j];
if (e != null) {
src[j] = null;
do {
Entry<K,V> next = e.next;
int i = indexFor(e.hash, newCapacity);
e.next = newTable[i];
newTable[i] = e;
e = next;
} while (e != null);
}
}
}
下面來看put方法,首先會根據key值計算出其HashCode值,然後在通過一個indexFor方法計算出此元素該存放於table數組的哪個數組之中,再檢測此table的此座標位置的entry鏈是否存在此key或者此key值,若存在,則更新此元素的value值。
/**
* Associates the specified value with the specified key in this map.
* If the map previously contained a mapping for the key, the old
* value is replaced.
*
* @param key key with which the specified value is to be associated
* @param value value to be associated with the specified key
* @return the previous value associated with <tt>key</tt>, or
* <tt>null</tt> if there was no mapping for <tt>key</tt>.
* (A <tt>null</tt> return can also indicate that the map
* previously associated <tt>null</tt> with <tt>key</tt>.)
*/
public V put(K key, V value) {
if (key == null)
return putForNullKey(value);
int hash = hash(key.hashCode());
int i = indexFor(hash, table.length);
for (Entry<K,V> e = table[i]; e != null; e = e.next) {
Object k;
if (e.hash == hash && ((k = e.key) == key || key.equals(k))) {
V oldValue = e.value;
e.value = value;
e.recordAccess(this);
return oldValue;
}
}
modCount++;
addEntry(hash, key, value, i);
return null;
}
addEntry方法參數bucketIndex就是當前元素應該插入到entry數組的下標,先取出放在此位置的entry,然後把當前元素放入該數組中,當前元素的next指向之前取出元素,形成entry鏈表。(描述的不是很清楚,大概就是把新加入的entry當成頭放入到數組當中,然後指向之前的鏈表),放入之後就去判斷當前的size是否達到了threshold極限值,若達到了,將會進行擴容。
/**
* Adds a new entry with the specified key, value and hash code to
* the specified bucket. It is the responsibility of this
* method to resize the table if appropriate.
*
* Subclass overrides this to alter the behavior of put method.
*/
void addEntry(int hash, K key, V value, int bucketIndex) {
Entry<K,V> e = table[bucketIndex];
table[bucketIndex] = new Entry<K,V>(hash, key, value, e);
if (size++ >= threshold)
resize(2 * table.length);
}
總結
負載因子表示一個散列表的空間的使用程度,有這樣一個公式:initailCapacity*loadFactor=HashMap的容量。
所以負載因子越大則散列表的裝填程度越高,也就是能容納更多的元素,元素多了,鏈表大了,所以此時索引效率就會降低。
反之,負載因子越小則鏈表中的數據量就越稀疏,此時會對空間造成爛費,但是此時索引效率高。